ROHIT SHARMA

Geospatial Domain

We built capability into Datarobot AutoML platform to help users explore patterns in thier data using dynamic map visualizations.

DataRobot geospatial map exploring a dataset feature as a 3D hexagon-binned map of the Chicago area, colored and sized by average value

Users can customize the view of the dataset by different aggregation methods, and filter on the values for the chosen metric in view.

DataRobot map showing model residuals colored by polygon across the Utah region, for interpreting local prediction error

3D grid map of the San Francisco Bay Area and Central Valley showing average values as blue bars by location

Hexagon map of the Central California coast from Bakersfield to Paso Robles, colored and sized by average value

Heatmap of the Los Angeles and San Diego region showing density of values across the map